collinear-ai/yc-bench
1
0
Fork 0
mirror of https://github.com/collinear-ai/yc-bench.git synced 2026-04-19 12:58:03 +00:00
Code Issues Projects Releases Packages Wiki Activity Actions

update index html

Browse source
This commit is contained in:
alckasoc 2026-04-01 13:56:42 -07:00
parent 6eba7a9854
commit 556a35363d
1 changed files with 3 additions and 3 deletions
Download patch file Download diff file Expand all files Collapse all files

6
docs/index.html
View file

@ -318,10 +318,10 @@
</div>
<!-- Pipeline -->
<div style="max-width: 820px; margin: 0 auto;">
<div style="max-width: 960px; margin: 0 auto 56px;">
<h3 style="font-size: 1.15rem; font-weight: 700; margin-bottom: 8px;">Long-horizon coherence is a pipeline, and models fail at different stages</h3>
<p style="color: #475569; line-height: 1.7; font-size: 0.95rem;">
Flash fails from the absence of reflection. Grok fails despite accurate reflection, unable to close the loop between diagnosis and action. Sonnet fails from temporally inconsistent reflection &ndash;rules written and immediately abandoned. Only Opus achieves sustained, self-correcting reflection. This suggests long-horizon coherence is not a single capability but a pipeline: <em>perceive &rarr; record &rarr; retrieve &rarr; act consistently</em>, and current models fail at different stages.
<p style="color: #475569; line-height: 1.7; font-size: 0.95rem; margin-bottom: 24px;">
Flash fails from the absence of reflection. Grok fails despite accurate reflection, unable to close the loop between diagnosis and action. Sonnet fails from temporally inconsistent reflection &ndash;rules written and immediately abandoned. Only Opus achieves sustained, self-correcting reflection.
</p>
</div>